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Author SHA1 Message Date
Krish Dholakia
3ff073c811
UI - add arize on ui, LLMs - clarifai refactor to openai compatible route, added azure ai/grok-4 model family 
* added oauth mcp to docs

* added azure ai/grok-4 model family

* Revert "added oauth mcp to docs"

This reverts commit 950b7cef44.

* fix: arize ui integration

* need to remove a file

This reverts commit d6c877b73a.

* fix: add arize from ui

* updated clarifai functions to openai compatible (#15615)

* fix: npm build errors

* Snowflake provider support: added embeddings, PAT, account_id (#15372)

* snowflake support PAT, account_id and embeddings

* format

* test embeddings

* format

* complete test

---------

Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com>

* Revert "Snowflake provider support: added embeddings, PAT, account_id (#15372)" (#15632)

This reverts commit c6d58e5b4a.

---------

Co-authored-by: mubashir1osmani <mubashir.osmani777@gmail.com>
Co-authored-by: Mubashir Osmani <ilikewafflesomcuh@gmail.com>
Co-authored-by: mogith-pn <143642606+mogith-pn@users.noreply.github.com>
Co-authored-by: Andrey <elkin.andr@gmail.com>
 2025-10-16 20:39:15 -07:00
Ishaan Jaffer
ea69f4547d Merge branch 'main' into litellm_oct_staging2 2025-10-16 17:06:29 -07:00
Ishaan Jaff
f69f7d101b
Merge pull request #15618 from BerriAI/litellm_bedrock_invoke_support 
[Feat] Allow calling /invoke, /converse routes through AI Gateway + models on config.yaml
 2025-10-16 16:56:23 -07:00
Ishaan Jaff
f27f2d4803
Merge branch 'main' into litellm_sso_add_pkce 2025-10-16 15:48:01 -07:00
Ishaan Jaffer
bcf53c6ceb working - errors from bedrock through pass throughs 2025-10-16 15:40:42 -07:00
Krrish Dholakia
e43c3b9b88 test: add unit testing 2025-10-16 15:37:26 -07:00
Ishaan Jaffer
51f1907e98 test_bedrock_error_handling_returns_actual_error 2025-10-16 15:36:51 -07:00
Ishaan Jaffer
cc5eac4965 fix _add_deployment_model_to_endpoint_for_llm_passthrough_route 2025-10-16 15:10:54 -07:00
Ishaan Jaff
f98f299854
Merge pull request #15617 from BerriAI/litellm_october_alexsander_stanging 
[OCT] Alexsander PERF improvements
 2025-10-16 15:10:02 -07:00
Ishaan Jaffer
086904f3db TestPKCEFunctionality 2025-10-16 13:18:31 -07:00
Krish Dholakia
3bf32e8e5c
feature: update pillar security integration to support no persistence mode in litellm proxy 
feature: update pillar security integration to support no persistence mode in litellm proxy
 2025-10-16 12:13:37 -07:00
Ariel Fogel
59c3aa02c3 respond to review comments 2025-10-16 20:38:49 +03:00
berri-teddy
1b55803c76 test: reduce EntraID app roles tests to essential scenarios 
- Keep only 2 focused tests: single role extraction and no roles claim
- Remove complex fixtures and edge case tests
- Maintain clean, maintainable test coverage
 2025-10-15 18:15:04 -07:00
berri-teddy
6b166e046d fix: correct EntraID app roles JWT claim extraction 
- Fix get_app_roles_from_id_token to use 'app_roles' claim instead of 'roles'
- Add comprehensive unit tests for EntraID app roles functionality
- Prevent regressions in Microsoft EntraID SSO authentication

Resolves issue where EntraID app roles were not being extracted correctly
from JWT tokens, causing authentication failures for users with assigned
app roles in Microsoft EntraID.
 2025-10-15 18:06:03 -07:00
Ishaan Jaffer
fd83b292a6 test_bedrock_anthropic_prompt_caching 2025-10-15 17:46:44 -07:00
Ishaan Jaff
5b7e2fd778
[Feat] UI - Allow setting Provider Discounts on UI (#15550) 
* fix cost_discount_config

* add CostBreakdown

* fix: set_cost_breakdown

* test_cost_discount_vertex_ai

* docs fix

* docs fix discounts

* docs fix

* docs custom pricing

* docs fix

* fixes for getting cost breakdown in response headers

* test - response headers wth discount

* - feat: allow setting cost tracking settings

* add cost tracking endpoints

* feat add cost_tracking_settings_router

* add validation when setting cost settings

* add CostTrackingSettings

* add page

* refactor

* use simple table

* add ProviderDiscountTable

* fix ui

* save

* fix: discount settings

* fix edits

* add settings

* add HelpLink

* add help link

* docs HelpLink

* docs fix

* fix how it works

* fix layout

* test TestCostTrackingSettings

* fix Dict
 2025-10-14 20:08:18 -07:00
Ishaan Jaff
a6c57cb5bd
[Feat] Cost Tracking - specify a global vendor discount for costs. (#15546) 
* fix cost_discount_config

* add CostBreakdown

* fix: set_cost_breakdown

* test_cost_discount_vertex_ai

* docs fix

* docs fix discounts

* docs fix

* docs custom pricing

* docs fix

* fixes for getting cost breakdown in response headers

* test - response headers wth discount
 2025-10-14 20:07:04 -07:00
AlexsanderHamir
d094a334d9 add: unit test 2025-10-14 16:38:04 -07:00
Ishaan Jaff
65163c7ccb [Fix] GEMINI - CLI - add google_routes to llm_api_routes (#15500) 
* fix: add google_routes to llm_api_routes

* test: test_virtual_key_llm_api_routes_allows_google_routes
 2025-10-14 13:57:39 -07:00
Dhruv Yadav
b57406e53e add tests for openrouter cost tracking 2025-10-14 13:57:39 -07:00
Ishaan Jaff
f13eb283e1
[Fix] GEMINI - CLI - add google_routes to llm_api_routes (#15500) 
* fix: add google_routes to llm_api_routes

* test: test_virtual_key_llm_api_routes_allows_google_routes
 2025-10-13 10:58:47 -07:00
Krish Dholakia
2ea7005c40
Merge pull request #15448 from dhruvyad/main 
Get completion cost directly from OpenRouter
 2025-10-12 22:12:52 -07:00
Krrish Dholakia
1949436047 test: update test 2025-10-12 21:58:06 -07:00
Dhruv Yadav
84a65440c5 add tests for openrouter cost tracking 2025-10-12 12:36:24 +05:30
Krish Dholakia
323389c244
(feat) Passthrough - allow admin to give access to specific passthrough endpoints 
(feat) Passthrough - allow admin to give access to specific passthrough endpoints
 2025-10-11 13:51:10 -07:00
Krish Dholakia
5507d50acf
Merge branch 'main' into litellm_dev_10_09_2025_p1 2025-10-11 13:06:34 -07:00
Krish Dholakia
ff930dc6df
Merge branch 'main' into litellm_dev_10_10_2025_p2 2025-10-11 13:03:16 -07:00
Krish Dholakia
07ba5c1ea9
Merge branch 'main' into litellm_dev_10_10_2025_p3 2025-10-11 12:58:53 -07:00
Ishaan Jaffer
a163bf9f51 test fix: MicrosoftSSOHandler 2025-10-11 08:55:23 -07:00
Ishaan Jaffer
3aa0f6ed72 test_generate_key_with_object_permission 2025-10-11 08:54:15 -07:00
Ishaan Jaffer
4d79280175 Gemma test fixes 2025-10-11 08:51:08 -07:00
Ishaan Jaffer
87719640eb test tag mgmt 2025-10-11 08:48:37 -07:00
Sameer Kankute
138bdbb6d8
fix mapped tests 1 (#15445) 
* fix mapped tests

* fix mapped tests
 2025-10-11 08:33:08 -07:00
Ishaan Jaffer
9bde1c1a4c TestEnkryptAIGuardrailHooks 2025-10-10 19:59:41 -07:00
Alexsander Hamir
5f5a7c917a
fix: handle closed aiohttp sessions with detection and retry (#15442) 
Fixes RuntimeError "Session is closed" by:
- Checking session.closed before use and recreating if needed
- Catching RuntimeError during requests and retrying with new session
- Validating newly created sessions aren't already closed

Adds tests for both proactive detection and reactive retry scenarios.
 2025-10-10 19:42:58 -07:00
Krrish Dholakia
fed1ba2891 feat(openai/): convert chat completion tool calls to responses api 
enables gpt-5-codex to work on claude code

 Closes LIT-1088
 2025-10-10 19:41:11 -07:00
Alexsander Hamir
2c9356c437
[Fix] - shared session parsing and usage issue (#15440) 
* Fix: Add shared_session to all_litellm_params to prevent JSON serialization error

The shared_session parameter (aiohttp.ClientSession) was being passed through
to provider API calls, causing "Object of type ClientSession is not JSON
serializable" errors during embedding requests.

Added shared_session to the all_litellm_params list so it's properly filtered
out as a LiteLLM-internal parameter and not passed to the provider's API.

* Fix: Add shared_session support for embedding calls with connection pooling

The shared_session parameter was not being properly handled in embedding calls,
causing it to be passed through to provider API requests where it's not needed.

Changes:
- Added shared_session to all_litellm_params to filter it from provider API request body
- Extract shared_session in main embedding() function and pass it explicitly
- Updated OpenAI embedding handlers (embedding() and aembedding()) to accept shared_session
- Pass shared_session to _get_openai_client for HTTP client creation

This enables proper connection pooling for embedding requests when shared_session
is provided, improving performance for high-throughput scenarios.

* test: add regression test for shared_session in embedding calls

Add comprehensive test to prevent JSON serialization errors when using
shared_session.

The test verifies two critical aspects:
1. shared_session is in all_litellm_params to prevent "Object of type
   ClientSession is not JSON serializable" errors
2. shared_session flows through the complete call chain across 6 layers:
   - litellm.embedding()
   - OpenAI.embedding/aembedding()
   - _get_openai_client()
   - AsyncHTTPHandler.create_client()
   - _create_async_transport()
   - _create_aiohttp_transport()

Similar to test_acompletion_session_reuse_e2e.py but focused on
embedding endpoints. Uses inspect.getsource() to verify the parameter
is not only accepted but actually passed through each layer.
 2025-10-10 19:26:53 -07:00
Ishaan Jaff
527c8f59fa
[Feat] Tag Management - Add support for setting tag based budgets (#15433) 
* feat: add LiteLLM_TagTable

* fix: use new table for tag management

* fix - allow setting budgets for tags

* working tag creation

* fix schema.prisma

* add tag info

* ui fixes

* ui fix tag info

* TAG_CACHE_IN_MEMORY_TTL_SECONDS

* add Litellm_EntityType

* fix get_aggregated_db_spend_update_transactions

* fix: _update_entity_spend_in_db

* fix _tag_max_budget_check

* add tag budget check

* add tag_list_transactions

* test_get_tag_objects_batch

* test_update_tag_db_without_prisma_client

* fix get_tags_from_request_body

* get_tags_from_request_body

* fix get_tags_from_request_body

* fix spend tracking utils

* get_tags_from_request_body

* test_get_tags_from_request_body_with_metadata_tags

* feat: add _update_tag_cache spend tracking

* fix _PROXY_track_cost_callback

* test_tag_cache_update_multiple_tags

* fix tag info

* docs fix

* docs tag budgets

* doc fix

* docs fix

* fix tag budget

* docs tag budgets

* docs fix

* ruff fix
 2025-10-10 19:24:50 -07:00
Krrish Dholakia
f49f540b6d feat(litellm_responses_transformation/transformation.py): parse thinking content in response<-> chat completion bridge 
allows gpt-5 to return thinking content when called via responses api
 2025-10-10 18:29:37 -07:00
Alexsander Hamir
9d7dea42d0
[Fix] - SensitiveDataMasker converts lists to string (#15420) 
* fix: preserve lists in SensitiveDataMasker to prevent string conversion

Added 'list' to allowed primitive types in mask_dict() to prevent lists like
tags from being converted to string representations in API responses.

Before: {"tags": "['East US 2', 'production', 'test']"}
After:  {"tags": ["East US 2", "production", "test"]}

* add: unit test
 2025-10-10 17:50:51 -07:00
Copilot
b9eb05ea63
[Feature]: Include server_name in /v1/mcp/server/health endpoint response (#15431) 
* Initial plan

* Add server_name to MCP health check response

Co-authored-by: ishaan-jaff <29436595+ishaan-jaff@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: ishaan-jaff <29436595+ishaan-jaff@users.noreply.github.com>
 2025-10-10 17:37:53 -07:00
Krrish Dholakia
15b5e6f5d9 feat(responses_api/): fix missing streaming events on responses api <-> chat completion bridge 
ensure we are passing the required events when streaming non-openai models via responses api
 2025-10-10 14:53:15 -07:00
Ishaan Jaff
bf209415da
[Feat] VertexAI Gemma model family streaming support + Added MedGemma (#15427) 
* test_acompletion_filters_stream_and_stream_options

* fix: stream_options

* docs medgemma

* lint fix

* docs
 2025-10-10 14:22:27 -07:00
Ishaan Jaff
ed62d6c943
[Fix] VertexAI - gemma model family support (custom endpoints) (#15419) 
* TestVertexGemmaiCompletion

* test vertex Gemma

* fix file name

* fix file naming

* add VertexAIGemmaModels

* add cost_router for vertexai

* fix main.py

* fix VertexGemmaConfig

* fix Vertex AI Gemma-AI Models Handler

* docs gemma

* fix ids

* test fix

* ruff check fixes

* docs fix

* docs fix

* test_acompletion_basic_request

* Revert "test_acompletion_basic_request"

This reverts commit fdaa5bc49e.

* test_acompletion_basic_request

* fix: async transform

* fix gemma: stream param

* test_acompletion_fake_streaming
 2025-10-10 13:30:43 -07:00
Sameer Kankute
513925fd12
Add OCI Cohere support with tool calling and streaming capabilities (#15365) 
* Add cohere models for OCI integration

* fix mypy error
 2025-10-10 11:20:18 -07:00
Krish Dholakia
611a876889
Merge pull request #15380 from BerriAI/litellm_shared_heatlh_status 
Implement Shared Health Check State Across Pods
 2025-10-09 22:25:45 -07:00
Ishaan Jaff
52bbabd788
[Feat] Support for Vertex AI Gemma Models on Custom Endpoints (#15397) 
* TestVertexGemmaiCompletion

* test vertex Gemma

* fix file name

* fix file naming

* add VertexAIGemmaModels

* add cost_router for vertexai

* fix main.py

* fix VertexGemmaConfig

* fix Vertex AI Gemma-AI Models Handler

* docs gemma

* fix ids

* test fix

* ruff check fixes

* docs fix

* docs fix
 2025-10-09 19:20:02 -07:00
Ishaan Jaff
4827e62a21
Fix - OpenRouter cache_control to only apply to last content block (#15395) 
* fix: _move_cache_control_to_content

* test_openrouter_transform_request_with_cache_control_list_content

* fix code QA check

* fix: mypy lint

* fix handlers

* fix mypy

* fix - refactor code, fixes for QA checks
 2025-10-09 18:01:33 -07:00
Krrish Dholakia
f2d4f03339 feat(pass_through_endpoints.py): only show available pass through endpoints based on what teams has access to 
makes it easier to control access
 2025-10-09 17:45:14 -07:00
Krish Dholakia
eb0b263532
Merge pull request #15340 from BerriAI/litellm_db_config_accidental_override_fix 
fix: Prevents DB from accidentally overriding config file values if they are empty in DB
 2025-10-09 17:31:59 -07:00